The following table provides summary statistics for permanent job vacancies advertised in Watford with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Hertfordshire / Watford
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 34 34 73
Rank change year-on-year 0 +39  
Permanent jobs citing ETL 29 24 3
As % of all permanent IT jobs advertised in Watford 5.35% 4.96% 0.56%
As % of the Processes & Methodologies category 6.05% 5.87% 0.63%
Number of salaries quoted 23 24 3
Median salary £57,500 £52,500 £45,000
Median salary % change year-on-year +9.52% +16.66%  
90% offered a salary of more than £42,000 £46,500 £37,000
10% offered a salary of more than £95,000 £77,000 £53,000
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Watford with a requirement for process and methodology skills.

Process & Methodology Skills
Watford
Permanent job vacancies with a requirement for process and methodology skills 479 409 476
As % of all permanent IT job vacancies advertised in Watford 88.38% 84.50% 88.81%
Number of salaries quoted 1601 1579 1547
Median salary £50,000 £52,500 £47,500
Median salary % change year-on-year -4.76% +10.52%  
90% offered a salary of more than £31,250 £33,750 £26,750
10% offered a salary of more than £80,000 £72,500 £72,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Watford

Job postings citing ETL as a percentage of all IT jobs advertised in Watford.

Job vacancy trend for ETL in Watford

ETL
Salary Trend in Watford

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in Watford.

Salary trend for ETL in Watford

ETL
Salary Histogram in Watford

The salary distribution of IT jobs citing ETL in Watford over the 3 months to 28 June 2017.

Salary histogram for ETL in Watford

For the 6 months to 28 June 2017, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Watford region with a requirement for ETL.

1 28 (80.00%) SQL
2 17 (48.57%) SQL Server Integration Services
3 16 (45.71%) T-SQL
4 15 (42.86%) Oracle
5 14 (40.00%) Data Warehouse
5 14 (40.00%) Agile Software Development
5 14 (40.00%) Analytical Skills
6 13 (37.14%) SQL Server
6 13 (37.14%) Business Intelligence
7 12 (34.29%) PL/SQL
7 12 (34.29%) Data Modelling
7 12 (34.29%) Migration
7 12 (34.29%) Teradata
7 12 (34.29%) Oracle Database
8 11 (31.43%) CRM
9 10 (28.57%) Data Migration
10 9 (25.71%) SQL Server Analysis Services
10 9 (25.71%) SDLC
10 9 (25.71%) SQL Server Reporting Services
11 8 (22.86%) Data Management
11 8 (22.86%) Data Quality
12 7 (20.00%) SQL Server 2012
12 7 (20.00%) Oracle ODI
12 7 (20.00%) Waterfall
12 7 (20.00%) Relational Database
12 7 (20.00%) Windows Server
12 7 (20.00%) Finance
12 7 (20.00%) RDBMS
12 7 (20.00%) Tivoli
12 7 (20.00%) Windows

ETL
Co-occurring IT Skills in Watford by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 1 (2.86%) Microsoft Excel
Business Applications
1 4 (11.43%) Dynamics CRM
1 4 (11.43%) FastStats
2 1 (2.86%) Dynamics AX
Database & Business Intelligence
1 17 (48.57%) SQL Server Integration Services
2 14 (40.00%) Data Warehouse
3 13 (37.14%) SQL Server
4 12 (34.29%) Oracle Database
5 9 (25.71%) SQL Server Analysis Services
5 9 (25.71%) SQL Server Reporting Services
6 7 (20.00%) OLAP
6 7 (20.00%) Oracle ODI
6 7 (20.00%) RDBMS
6 7 (20.00%) Relational Database
6 7 (20.00%) SQL Server 2012
7 4 (11.43%) DTS
7 4 (11.43%) Power BI
7 4 (11.43%) SQL Server 2008
8 2 (5.71%) Adabas
9 1 (2.86%) DataStage
9 1 (2.86%) Oracle Reports
9 1 (2.86%) SQL Server 2016
Development Applications
1 3 (8.57%) Talend Open Studio
General
1 7 (20.00%) Finance
2 5 (14.29%) Banking
3 4 (11.43%) Marketing
4 2 (5.71%) Advertising
4 2 (5.71%) Pharmaceutical
5 1 (2.86%) Retail
Job Titles
1 24 (68.57%) Developer
2 13 (37.14%) Senior Developer
3 12 (34.29%) Data Warehouse Developer
3 12 (34.29%) Senior Data Warehouse Developer
4 8 (22.86%) SQL Developer
5 7 (20.00%) Business Intelligence Developer
6 5 (14.29%) Consultant
6 5 (14.29%) DBA
6 5 (14.29%) SQL DBA
7 4 (11.43%) Data Manager
8 3 (8.57%) Analyst
8 3 (8.57%) Data Consultant
8 3 (8.57%) Data Migration Consultant
8 3 (8.57%) Migration Consultant
8 3 (8.57%) SQL BI Developer
9 2 (5.71%) Analyst Programmer
9 2 (5.71%) Business Intelligence Consultant
9 2 (5.71%) Programmer
9 2 (5.71%) Technical Consultant
10 1 (2.86%) Lead Developer
Libraries, Frameworks & Software Standards
1 7 (20.00%) .NET
2 4 (11.43%) MDX
Miscellaneous
1 14 (40.00%) Analytical Skills
2 2 (5.71%) Replication
3 1 (2.86%) Greenfield Project
3 1 (2.86%) Virtual Team
Operating Systems
1 7 (20.00%) Windows
1 7 (20.00%) Windows Server
Processes & Methodologies
1 14 (40.00%) Agile Software Development
2 13 (37.14%) Business Intelligence
3 12 (34.29%) Data Modelling
3 12 (34.29%) Migration
4 11 (31.43%) CRM
5 10 (28.57%) Data Migration
6 9 (25.71%) SDLC
7 8 (22.86%) Data Management
8 7 (20.00%) Waterfall
9 6 (17.14%) Mentoring
10 5 (14.29%) OO
10 5 (14.29%) OOA/OOD
10 5 (14.29%) Parallel Processing
10 5 (14.29%) Physical Data Model
11 4 (11.43%) Actionable Insight
11 4 (11.43%) Continuous Improvement
11 4 (11.43%) Data Cleansing
11 4 (11.43%) Master Data Management
11 4 (11.43%) Time Management
12 3 (8.57%) Coaching
Programming Languages
1 28 (80.00%) SQL
2 16 (45.71%) T-SQL
3 12 (34.29%) PL/SQL
4 5 (14.29%) C#
4 5 (14.29%) Shell Script
Qualifications
1 3 (8.57%) Security Cleared
2 1 (2.86%) Degree
Quality Assurance & Compliance
1 8 (22.86%) Data Quality
2 2 (5.71%) SLA
Systems Management
1 7 (20.00%) Tivoli
Vendors
1 15 (42.86%) Oracle
2 12 (34.29%) Teradata
3 4 (11.43%) RedGate
4 3 (8.57%) Talend
5 2 (5.71%) Microsoft
6 1 (2.86%) Informatica
6 1 (2.86%) SAP
6 1 (2.86%) Tableau
Watford, Hertfordshire
Understanding Recruitment
Salary: £48000 - £55000 per annum + benefits
Posted: 3 days ago